{"id":"W2303548180","doi":"10.14796/jwmm.r246-19","title":"BMP Economics and Sizing","year":2013,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sizing; Economics; Environmental science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450936,0.00009512518,0.0001190059,0.000195232,0.00003541882,0.0001632872,0.0001063484,0.00002174771,0.00002925518],"category_scores_gemma":[6.101921e-7,0.00007099268,0.00003754078,0.00002663101,0.000005734611,0.0005251806,0.00006729234,0.00006741669,0.00002069087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000274472,"about_ca_system_score_gemma":4.808748e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002379918,"about_ca_topic_score_gemma":3.740429e-7,"domain_scores_codex":[0.9993942,0.00000646642,0.0003017794,0.00006561605,0.00006995041,0.0001619864],"domain_scores_gemma":[0.9998142,0.000002668831,0.00003383506,0.00007519005,0.00002814304,0.00004594496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002286369,0.000004212274,0.00004089694,0.00005888348,0.00008154931,0.00000349216,0.0002849742,0.9922954,0.00009206231,0.0001009735,0.0001330335,0.006902245],"study_design_scores_gemma":[0.0002743046,0.00001267405,0.00002136651,0.00002800295,0.00003912459,0.000004157713,0.0001927501,0.9947885,0.0003074991,0.001486804,0.002745244,0.00009954514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470713,0.0001924871,0.1459692,0.0002236347,0.0002058503,0.0001309593,1.108644e-7,0.00003974111,0.006166714],"genre_scores_gemma":[0.989795,0.001063596,0.008708107,0.00005075048,0.00009848997,0.000002822028,0.00000151583,0.00002199924,0.0002577778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427236,"threshold_uncertainty_score":0.2894997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007761217877092105,"score_gpt":0.1556655715179296,"score_spread":0.1479043536408375,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}